{"id":"W6920594949","doi":"10.6084/m9.figshare.12544616.v1","title":"Additional file 3 of Programmatic options for monitoring malaria in elimination settings: easy access group surveys to investigate Plasmodium falciparum epidemiology in two regions with differing endemicity in Haiti","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Malaria Research and Control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Malaria; Epidemiology; Plasmodium falciparum; Epidemiological surveillance; Population; Public health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002315656,0.0007206069,0.0009024234,0.002077372,0.0009404814,0.001101988,0.001972299,0.0007732161,0.8529246],"category_scores_gemma":[0.04356691,0.0004805741,0.0009496305,0.004608564,0.0002127457,0.001583006,0.001011861,0.0006965203,0.09845522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001260576,"about_ca_system_score_gemma":0.001903138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03151371,"about_ca_topic_score_gemma":0.03565352,"domain_scores_codex":[0.9988478,0.0003188573,0.0002395622,0.000168929,0.0002300492,0.0001947733],"domain_scores_gemma":[0.9730219,0.0188078,0.002097189,0.001227769,0.004049897,0.0007954234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0004654082,0.00009732486,0.006473206,0.00168835,0.00005120327,0.00004746221,0.00008772851,0.0003712016,0.00003656406,0.0005156613,0.9829628,0.007202958],"study_design_scores_gemma":[0.01563456,0.000753088,0.2018682,0.00793093,0.0006404848,0.0007559973,0.002646324,0.004661433,0.001216721,0.01031529,0.7532976,0.0002793173],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003575942,0.000009420444,0.0001439025,0.0001130722,0.00001532786,0.0001520217,0.997723,0.0001342665,0.001351322],"genre_scores_gemma":[0.02901938,0.0001402731,0.004804523,0.0006906479,0.0001278186,0.005452463,0.9418983,0.0007566481,0.01710994],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8529246,"threshold_uncertainty_score":0.2097852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1278266694982041,"score_gpt":0.3598261432271491,"score_spread":0.231999473728945,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}